Pith Number

pith:LQSKJEQD

pith:2024:LQSKJEQDMQ47FIBVHHTMBHK5YN

not attested not anchored not stored refs pending

Use Random Selection for Now: Investigation of Few-Shot Selection Strategies in LLM-based Text Augmentation for Classification

Branislav Pecher, Ivan Srba, Jakub Simko, Jan Cegin, Maria Bielikova, Peter Brusilovsky

arxiv:2410.10756 v1 · 2024-10-14 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LQSKJEQDMQ47FIBVHHTMBHK5YN}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Medical Incident Causal Factors and Preventive Measures Generation Using Tag-based Example Selection in Few-shot Learning

Receipt and verification

First computed	2026-07-05T09:20:20.578429Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c24a492036439f2a03539e6c09d5dc34f046d86c3372cbfa24c56fb1ee4b118

Aliases

arxiv: 2410.10756 · arxiv_version: 2410.10756v1 · doi: 10.48550/arxiv.2410.10756 · pith_short_12: LQSKJEQDMQ47 · pith_short_16: LQSKJEQDMQ47FIBV · pith_short_8: LQSKJEQD

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/LQSKJEQDMQ47FIBVHHTMBHK5YN \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 5c24a492036439f2a03539e6c09d5dc34f046d86c3372cbfa24c56fb1ee4b118

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce9547463c5e8e9e6af993d529e609959a5506eb71f0207c50fcd4ec44953305",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-14T17:30:08Z",
    "title_canon_sha256": "018f5a83ac9a3243d463a8458f7b7c9db48e1c18a7cb0a94b2a237ff9d71b845"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.10756",
    "kind": "arxiv",
    "version": 1
  }
}